SVD-GCN: A Simplified Graph Convolution Paradigm for Recommendation

Shaowen Peng, Kazunari Sugiyama, Tsunenori Mine

With the tremendous success of Graph Convolutional Networks (GCNs), they have been widely applied to recommender systems and have shown promising performance. However, most GCN-bas…